{"id":"https://openalex.org/W2186223559","doi":"https://doi.org/10.1109/ghtc.2015.7343981","title":"Machine learning for the activation of contraflows during hurricane evacuation","display_name":"Machine learning for the activation of contraflows during hurricane evacuation","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2186223559","doi":"https://doi.org/10.1109/ghtc.2015.7343981","mag":"2186223559"},"language":"en","primary_location":{"id":"doi:10.1109/ghtc.2015.7343981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2015.7343981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026034837","display_name":"John W. Burris","orcid":"https://orcid.org/0000-0001-9914-6146"},"institutions":[{"id":"https://openalex.org/I197173980","display_name":"Southeastern Louisiana University","ror":"https://ror.org/0531xck41","country_code":"US","type":"education","lineage":["https://openalex.org/I197173980","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John W. Burris","raw_affiliation_strings":["Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA","institution_ids":["https://openalex.org/I197173980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033933825","display_name":"Rahul Shrestha","orcid":"https://orcid.org/0000-0003-2224-0892"},"institutions":[{"id":"https://openalex.org/I197173980","display_name":"Southeastern Louisiana University","ror":"https://ror.org/0531xck41","country_code":"US","type":"education","lineage":["https://openalex.org/I197173980","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rahul Shrestha","raw_affiliation_strings":["Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA","institution_ids":["https://openalex.org/I197173980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016648880","display_name":"Bibek Gautam","orcid":null},"institutions":[{"id":"https://openalex.org/I197173980","display_name":"Southeastern Louisiana University","ror":"https://ror.org/0531xck41","country_code":"US","type":"education","lineage":["https://openalex.org/I197173980","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bibek Gautam","raw_affiliation_strings":["Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA","institution_ids":["https://openalex.org/I197173980"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037384650","display_name":"Bibidh Bista","orcid":null},"institutions":[{"id":"https://openalex.org/I197173980","display_name":"Southeastern Louisiana University","ror":"https://ror.org/0531xck41","country_code":"US","type":"education","lineage":["https://openalex.org/I197173980","https://openalex.org/I2799628689"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bibidh Bista","raw_affiliation_strings":["Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Industrial Technology, Southeastern Louisiana University, Hammond, LA, USA","institution_ids":["https://openalex.org/I197173980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026034837"],"corresponding_institution_ids":["https://openalex.org/I197173980"],"apc_list":null,"apc_paid":null,"fwci":0.3858,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.6946599,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.7640817165374756},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6768426895141602},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.6713989973068237},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4412158727645874},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.43087053298950195},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3773069381713867},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34082216024398804},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22249168157577515},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1591411828994751},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08828568458557129}],"concepts":[{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.7640817165374756},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6768426895141602},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.6713989973068237},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4412158727645874},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43087053298950195},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3773069381713867},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34082216024398804},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22249168157577515},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1591411828994751},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08828568458557129},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ghtc.2015.7343981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ghtc.2015.7343981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Humanitarian Technology Conference (GHTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1427129504","https://openalex.org/W2083947628","https://openalex.org/W2110383761","https://openalex.org/W2120658423","https://openalex.org/W2133990480","https://openalex.org/W2185259431","https://openalex.org/W2402688734","https://openalex.org/W6628178038","https://openalex.org/W6712909980"],"related_works":["https://openalex.org/W2140798747","https://openalex.org/W2948169060","https://openalex.org/W2730112582","https://openalex.org/W2072180474","https://openalex.org/W2065128788","https://openalex.org/W2903899051","https://openalex.org/W4246856022","https://openalex.org/W2147193423","https://openalex.org/W2367877056","https://openalex.org/W1987783546"],"abstract_inverted_index":{"Contraflows":[0],"are":[1,103],"a":[2,13,35,39],"critical":[3],"part":[4],"of":[5,21,31,45,52,69,79,87,97],"an":[6,116],"emergency":[7],"evacuation":[8,23,30,81,88,118],"plan.":[9,119],"In":[10],"most":[11],"cases,":[12],"contraflow":[14,101],"lane":[15],"reversal":[16],"will":[17,56],"double":[18],"the":[19,29,43,49,67,72,77,80,85,95],"capacity":[20],"key":[22],"routes.":[24],"The":[25],"Contraflow":[26,73],"plan":[27,74,82],"for":[28,42],"southeast":[32],"Louisiana":[33],"during":[34],"hurricane":[36],"threat":[37],"uses":[38],"typical":[40],"schedule":[41,66],"activation":[44,68],"contraflows":[46],"based":[47,90],"on":[48,91],"predicted":[50],"time":[51],"landfall.":[53],"This":[54],"work":[55],"apply":[57],"machine":[58],"learning":[59],"techniques":[60,106],"using":[61],"real-time":[62],"traffic":[63,89,99],"data":[64],"to":[65,110],"contraflows.":[70],"Optimizing":[71],"should":[75],"increase":[76],"effectiveness":[78],"by":[83],"increasing":[84],"flow":[86],"demand":[92],"and":[93],"retaining":[94],"availability":[96],"incoming":[98],"until":[100],"lanes":[102],"needed.":[104],"These":[105],"could":[107],"be":[108],"applied":[109],"other":[111],"locations,":[112],"including":[113],"those":[114],"without":[115],"existing":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-04T09:10:02.777135","created_date":"2025-10-10T00:00:00"}